| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| NASA C-MAPSS FD001 (test) | RMSE7.78 | 20 | 4d ago | ||
| XJTU-SY 37.5Hz11kN | multimodal-RUL framework | MSE0.0051 | 15 | 4d ago | |
| XJTU-SY 35Hz12kN | multimodal-RUL framework | MSE0.0023 | 15 | 4d ago | |
| C-MAPSS | DARE-GRAM | RMSE (F1->F2)15.7 | 10 | 3d ago | |
| C-MAPSS FD004 | HSMGNN | MAE8.55 | 7 | 4d ago | |
| C-MAPSS FD003 | SAGDFN | MAE6.92 | 7 | 4d ago | |
| C-MAPSS FD002 | HSMGNN | MAE10.05 | 7 | 4d ago | |
| C-MAPSS FD001 | SAGDFN | MAE7.96 | 7 | 4d ago | |
| C-MAPSS v1 (test) | - | RMSE (F1→F2)- | 0 | 4d ago |
